CN102967848A - Positioning method based on distance relationship library and received signal intensity - Google Patents
Positioning method based on distance relationship library and received signal intensity Download PDFInfo
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Abstract
The invention belongs to a positioning method by adopting a distance relationship library and received signal intensity. The positioning method comprises the following steps of: establishing a positioning area coordinate system, setting a signal transmitter coordinate, setting each positioning point, determining the coordinate of each positioning point, sequentially determining the distance between each positioning point and each signal transmitter, establishing a distance relationship library, determining a distance relationship between a target to be positioned and each transmitter, performing matching processing and outputting coordinate positioning parameters. The distance relationship library established in a positioning area and a logic relationship series of actually measured signal receiving intensity is matched to realize positioning, the positioning cost spent on a non-parameter positioning method is greatly reduced, and the positioning resolution and precision can be controlled, so that the requirements of different environments and different users are met; and compared with the background technology, according to the method, the positioning is simple and convenient, the data acquisition amount and the positioning cost are greatly reduced, the position efficiency is high, and the positioning accuracy is high (up to 0.2m) so that the method can be used for being beneficial to accurately positioning targets to be measured within a wide range.
Description
Technical field
This method belongs to the wireless signal indoor field of locating technology.The method that positions of a kind of wireless signal strength that utilizes distance relation storehouse and target to be positioned to receive particularly.The method is mated the realization location by signal receiving strength (RSSI) the logical relation ordered series of numbers of setting up distance relation storehouse and actual measurement at locating area, the location cost of nonparametric location processing method be can greatly reduce, and can positioning resolution and precision be controlled by adjusting simply the distance relation storehouse.
Background technology
Along with the arriving in Internet of Things epoch, people seem more and more urgent to the requirement of various logistics informations and personnel positions information.Location-based service all is widely used in a lot of fields, such as disaster relief, automobile navigation, item tracing, personnel control etc.Yet for the location in some enclosed environment, GPS (GPS) signal can't arrive, and can't finish the location positioning in indoor environment, so replenishing as the GPS positioning system---the research of indoor locating system seems more and more important.
Present indoor orientation method mainly comprises distance-measuring and positioning method and non-distance-measuring and positioning method.Wherein distance-measuring and positioning method by parameter arrange with various metrical informations such as signal receiving strength (RSSI), time of arrival poor (TDOA), reach time (TOA) etc. and be converted into distance between signal transmitter and the signal receiver, utilize signal transmitter and a signal receiver of a plurality of known coordinates can obtain a plurality of metrical informations, be converted into the coordinate that solves signal receiver after a plurality of distances by the Euclidean formula.But because indoor environment is complicated, the positioning performance of above localization method usually is subject to the severe jamming of the factors such as non line of sight (NLOS) transmission effects of signal in indoor environment, multipath transmisstion effect, RSSI attenuation law, affects the degree of accuracy of its location.For these shortcomings of distance-finding method, non-distance-measuring and positioning method has been avoided the conversion of metrical information to distance between signal transmitter and the receiver, sets up the data fingerprint storehouse by off-line and positions with real-time two steps of position matching.
Traditional non-distance-measuring and positioning method mainly is a kind of technology that adopts the database matching location, and this technology goes on foot the location of finishing target by two; The first step, off-line gather the RSSI data, adopt the fixed position of a plurality of signal transmitters in locating area to transmit, the receiver in a precalculated position receives the signal (building the storehouse signal) of each signal transmitter and measures the RSSI data, form the record (dimension of RSSI vector equals the signal transmitter number) of " RSSI vector ~ target location ", the precalculated position of corresponding each target forms the record of " RSSI vector ~ target location ", and the set of all records has just consisted of the RSSI location database; Second step, real-time positioning stage, in the locating area receiver of a unknown position receive each fixed position the signal transmitter emission the signal identical with building the storehouse signal and measure the RSSI data, form a RSSI vector, then pick out the RSSI vector that mates most with this RSSI vector in location database, the corresponding target location of RSSI vector of mating most is the position at target to be positioned place.Although the location technology of this class based on database coupling has overcome the impact that traditional parametrization indoor wireless location technology is subjected to the factors such as non line of sight transmission effects, multipath transmisstion effect, signal attenuation rule complexity, has improved to a certain extent bearing accuracy; But the density of each data collection point when the precision of its location of database matching localization method mainly relies on building database, during larger apart from the interval between the collection point, its error was larger when institute's database construction was used for the location, between the collection point apart from the interval hour, its error was less when institute's database construction was used for the location.Workload is huge, the high problem of location cost yet the mode building database that utilizes off-line to gather the RSSI data exists, whenever double bearing accuracy, the workload of data acquisition is for two-dimensional localization and Yan Zehui increases by 4 times, the spacious locating area of a 10X10m for example, when positioning error during less than 1 meter, then need data acquisition is carried out in equally distributed 100 collection points in the locating area, yet when positioning error during less than 0.5 meter, need data acquisition is carried out in equally distributed 400 collection points in the locating area; The absolute quantity of data acquisition is relevant with the quantity of transmitter in addition, and transmitter is most larger according to gathering.The database matching localization method is difficult to realize on a large scale, high-precision location so utilize.
Summary of the invention
The purpose of this method invention is the defective that exists for background technology, a kind of distance-based of research and design concerns the localization method of storehouse and received signal strength, do not need off-line collection RSSI data to set up the RSSI location database to reach, by the method for distance relation storehouse with actual measurement RSSI logical relation Data Matching indoor target is positioned, overcome indoor complex environment to the impact of location, simplify positioning step, improve bearing accuracy, effectively reduce data acquisition amount and location cost, and be conducive to the target to be measured on a large scale such as is accurately located at the purpose.
Solution of the present invention be utilize all signal transmitters successively and each position, setting signal collection point between the coordinate parameters apart from logical relation data and this collection point, as in the distance relation database in order to the location an elementary cell; Each signal acquisition point of setting with respect to all signal transmitter gained apart from the position coordinate parameters of logical relation data and corresponding signal collection point and deposit that band signal receives on each receiver in, in the signal processing chip of emission function, form the distance relation database; The present invention namely replaces adopting in the background technology off-line RSSI database of artificial actual measurement with this distance relation database, gather huge, the high problem of location cost of RSSI data building database workload to overcome off-line, realized simultaneously on a large scale, high-precision location.When locating in real time, with the signal processing chip on the target to be positioned receive between each transmitter signal strength apart from comparing (search) apart from the logical relation data and process in logical relation data and the distance relation database, find match in the database-located elementary cell apart from the logical relation data, this is the coordinate position at target to be positioned self place apart from corresponding position coordinate parameters in the elementary cell of location, logical relation data (row) place, this coordinate parameters is dealt into the back-stage management device together with the code of this target to be positioned, namely finish the location to this target to be positioned, the present invention namely realizes its goal of the invention with this.Thereby the inventive method comprises:
The output of step 5. matching treatment and coordinate setting parameter: distance relation ordered series of numbers input step 3 corresponding between step 4 gained target to be positioned and each signal transmitter built carry out matching treatment in the distance relation storehouse, when this ordered series of numbers only with building distance relation storehouse in ordered series of numbers in elementary cell when being complementary, then the coordinate position in this elementary cell is the coordinate of target to be positioned position, when this ordered series of numbers with when building that the ordered series of numbers in several elementary cells is complementary in the distance relation storehouse, the coordinate of target to be positioned position is then with corresponding vertical in these several elementary cells, the arithmetic mean value of abscissa value is as the coordinate of this target to be positioned position; Signal processing chip on the target to be positioned with matching treatment gained coordinate parameters together with its code be sent to the back-stage management device, the coordinate of (notice) this target to be positioned position of accusing it.
Make locating area be positioned at coordinate system described in the step 1, simple and direct in order to locate, accurate, locating area all is positioned at first quartile.Receive the serial number of the signal of each transmitter emission and correspondence (transmitter) in the target to be positioned (device) that is provided with signal processing chip and code described in the step 4 after, measure the intensity level that each transmitter transmits of receiving, it is received the intensity level that each transmitter transmits and directly measures by signal processing chip.Described (band signal reception, emission function) signal processing chip is that band signal receives, the CC2530 chip of emission function.And in matching treatment described in the step 5, its disposal route is carried out in the following manner: with step 4 gained 1 or/and the ordered series of numbers that-1 ordered series of numbers and step 3 are built in each elementary cell of distance relation storehouse contrast one by one, when the corresponding identical or corresponding identical marker number of ordered series of numbers in elementary cell in gained ordered series of numbers and the distance relation storehouse when being maximum, then the coordinate position in this elementary cell is the position coordinates at this target to be positioned place; The corresponding identical or corresponding identical marker number of ordered series of numbers in having two and above elementary cell in gained ordered series of numbers and the distance relation storehouse is when maximum, then respectively with the arithmetic mean value of corresponding longitudinal and transverse coordinate figure in each elementary cell position coordinates as this target to be positioned place.
The inventive method is mated the realization location by signal receiving strength (RSSI) the logical relation ordered series of numbers of setting up distance relation storehouse and actual measurement at locating area, thereby greatly reduce the location cost of nonparametric location processing method, and can control positioning resolution and precision by adjusting simply the distance relation storehouse, to adapt to the requirement of varying environment, different user; The present invention compares with background technology, and it is easy to have a location, and data acquisition amount and location cost greatly reduce, and location efficiency is high, precision is high (high position precision can reach 0.2m), and is conducive to the target to be measured on a large scale such as is accurately located at the characteristics.
Fig. 1. be specific embodiment of the invention locating area structural representation;
Fig. 2. be locating area and place rectangular coordinate system structural representation thereof;
Fig. 3. be the graph of errors contrast synoptic diagram (rectangular plots) of the specific embodiment of the invention and background technology employing off-line collection RSSI data method location.
Embodiment
Fig. 2. be locating area and rectangular coordinate system structural representation thereof; Among the figure: ▲ be the physical location of target to be positioned in rectangular coordinate system, its accurate coordinate is (6.5,1.5); Set signal processing chip is the CC2530 chip on the target to be positioned.The concrete localization method of present embodiment comprises:
Ref
1(0,5), ref
2(4.5,5), ref
3(9,5), ref
4(13.5,5), ref
5(13.5,0), ref
6(9,0), ref
7(4.5,0), ref
8(0,0); And be recorded in that band signal receives, the emission function model is in the signal processing chip of CC2530, stand-by;
The output of step 5. matching treatment and coordinate parameters: distance relation ordered series of numbers input step 3 corresponding between step 4 gained target to be positioned and each signal transmitter built carry out matching treatment in the distance relation storehouse, the quantity that its result is identical with step 4 gained ordered series of numbers correspondence markings is that maximum elementary cells always has 4, their coordinate is respectively (6.4,1.2), (6.8,1.2), (6.8,1.6), (6.8,2.0) (unit: rice), to their indulging, horizontal ordinate is got respectively the arithmetic mean value, and to obtain its coordinate be (6.7,1.5), the signal processing chip on the target to be positioned is sent to the back-stage management device with this coordinate parameters together with its code 001, tell the back-stage management personnel the concrete coordinate of this target to be positioned position.
The inventive method and background technology off-line gather the RSSI data method and carry out the multiple bearing contrast experiment in areas to be targeted shown in Figure 1, and the curve of circle (among the ginseng Fig. 3 with), full accuracy reach 0.2m (rice) as 95 percent take interior probability at 3 meters to adopt this method to locate its bearing accuracy; And the precision of employing background technology off-line RSSI database-located at 3 meters positioning result statistic curves take interior probability as 65, two percent kind of localization method as shown in Figure 3; Experimental results show that by multiple bearing bearing accuracy of the present invention is apparently higher than the bearing accuracy of background technology, and the inventive method location is easy, data acquisition amount and location cost greatly reduce, and location efficiency is high, and are conducive to interior on a large scale target to be measured is accurately located.
Claims (5)
1. a distance-based concerns the localization method of storehouse and received signal strength, comprising:
Step 1. is set up locating area coordinate system and signalization transmitter coordinate: set up the rectangular coordinate system in the locating area and make locating area be positioned at coordinate system; Then each signal transmitter is set in locating area and determines coordinate and the serial number thereof of each signal transmitter in this coordinate system, and be recorded in the signal processing chip of band signal reception, emission function, stand-by;
Step 2. arranges each anchor point and determines the coordinate of each anchor point: determine distance between each anchor point and the longitudinal and transverse adjacent positioned point according to positioning requirements, again with each anchor point in locating area by this spacing with vertically parallel with Y-axis, laterally the mode parallel with X-axis arranged, then definite each anchor point is built coordinate in the rectangular coordinate system in step 1;
Step 3. is determined successively the distance of each anchor point and all signal transmitters and is set up the distance relation storehouse: the distance of at first determining arbitrary anchor point and each signal transmitter, and after the gained distance value is in line successively by the number order of signal transmitter, first this anchor point and first signal transmitter distance value are compared by the front and back order successively with each distance value that comes thereafter, whenever with first a signal transmitter distance value 〉=rear transmitter distance value time, be designated as 1, and<be designated as-1 during a rear transmitter distance value, to still compare successively and record by the front and back order with each distance value that comes thereafter in a manner described with the distance value of second signal transmitter again, until the distance value of the distance value of penult signal transmitter and last signal transmitter relatively and the record finish after, above-mentioned comparative result is still arranged by its sequencing, obtain one 1 or/and-1 ordered series of numbers, then the coordinate in rectangular coordinate system deposits in the distance relation storehouse in the lump as an elementary cell of location with this ordered series of numbers and this anchor point; By above method with all the other each anchor point gained 1 or/and its corresponding coordinate of-1 ordered series of numbers also deposit in the distance relation storehouse as the elementary cell of location respectively, thereby set up each anchor point in the locating area respectively with each signal transmitter between corresponding distance relation storehouse and deposit in the described signal processing chip of step 1;
Step 4. is determined the distance relation between target to be positioned and each transmitter: after the target to be positioned that is provided with signal processing chip and code receives signal that each transmitter launches and corresponding serial number, measure the intensity level that each transmitter transmits of receiving, and the serial number of each intensity level by transmitter is in line successively; The intensity level that at first will be positioned at again first transmitter signal compares by order before and after arranging successively with each signal strength values that comes thereafter, when first a signal strength values≤rear signal strength values, be designated as 1, and>be designated as-1 during a rear signal strength values, then second signal strength values compared and record by the front and back order successively with each signal strength values that comes thereafter in a manner described, until the intensity level of penult signal and last signal strength values relatively and the record finish after, above-mentioned comparative result is still arranged by its sequencing, obtain one 1 or/and this signal processing chip of-1, that is the ordered series of numbers of corresponding distance relation between target to be positioned and each signal transmitter, turn step 5;
The output of step 5. matching treatment and coordinate setting parameter: distance relation ordered series of numbers input step 3 corresponding between step 4 gained target to be positioned and each signal transmitter built carry out matching treatment in the distance relation storehouse, when this ordered series of numbers only with building distance relation storehouse in ordered series of numbers in elementary cell when being complementary, then the coordinate position in this elementary cell is the coordinate of target to be positioned position, when this ordered series of numbers with when building that the ordered series of numbers in several elementary cells is complementary in the distance relation storehouse, the coordinate of target to be positioned position is then with corresponding vertical in these several elementary cells, the arithmetic mean value of abscissa value is as the coordinate of this target to be positioned position; Signal processing chip on the target to be positioned is sent to matching treatment gained coordinate parameters the coordinate of the target to be positioned position of back-stage management device, announcement together with its code.
2. concern the localization method of storehouse and received signal strength by the described distance-based of claim 1, it is characterized in that making locating area be positioned at coordinate system described in the step 1 that simple and direct in order to locate, accurate, locating area all is positioned at first quartile.
3. the localization method that concerns storehouse and received signal strength by the described distance-based of claim 1, it is characterized in that measuring the intensity level that each transmitter transmits of receiving described in the step 4, the intensity level that each transmitter of receiving transmits is directly measured by signal processing chip.
4. the localization method that concerns storehouse and received signal strength by claim 1 or 3 described distance-baseds is characterized in that described signal processing chip is that band signal receives, the CC2530 chip of emission function.
5. the localization method that concerns storehouse and received signal strength by the described distance-based of claim 1, it is characterized in that in matching treatment described in the step 5, its disposal route is carried out in the following manner: with step 4 gained 1 or/and the ordered series of numbers that-1 ordered series of numbers and step 3 are built in each elementary cell of distance relation storehouse contrast one by one, when the corresponding identical or corresponding identical marker number of ordered series of numbers in elementary cell in gained ordered series of numbers and the distance relation storehouse when being maximum, then the coordinate position in this elementary cell is the position coordinates at this target to be positioned place; The corresponding identical or corresponding identical marker number of ordered series of numbers in having two and above elementary cell in gained ordered series of numbers and the distance relation storehouse is when maximum, then respectively with the arithmetic mean value of corresponding longitudinal and transverse coordinate figure in each elementary cell position coordinates as this target to be positioned place.
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